The Team Sky member, who is a five-time Grand Tour winner, says he still needs to recover fully from last week's event in Colombia.
The seven-stage tour gets underway on Monday.
The race starts in Abu Dhabi before ending in Dubai on March 2.
It is the only UCI World Tour race in the Middle East.
This year's inaugural edition will feature 20 teams from around the world.
PSG retain UEFA Super Cup with win over Aston Villa
Goals from Khvicha Kvaratskhelia and Desire Doue have helped Paris St Germain to retain the UEFA Super Cup with a 2-1 victory over Aston Villa on Wednesday.
Americans Shelton, Nakashima to meet in Canadian Open final
Defending champion Ben Shelton will face Brandon Nakashima for the Canadian Open title on Thursday after both Americans advanced in straight sets to the final of a key US Open warm-up event.
Dalic named UAE coach after leaving Croatia
Croatian manager Zlatko Dalic has been appointed coach of the UAE, the country's football association (UAEFA) said on Wednesday.
Messi doubts playing 'for much longer' after father's death
Lionel Messi said on Wednesday he is having doubts about continuing his career following the death of his father last week.
Italy's Curtis takes 50m backstroke world record
Italian teenager Sara Curtis smashed Australian Kaylee McKeown's 50m women's backstroke world record with a time of 26.63 seconds in the semi-finals of the European aquatics championships in Paris on Wednesday.
UAE President His Highness Sheikh Mohamed bin Zayed Al Nahyan has held talks with Bahrain’s King Hamad bin Isa Al Khalifa during his fraternal visit to the UAE.
UAE President His Highness Sheikh Mohamed bin Zayed Al Nahyan has discussed strengthening bilateral relations with President of the Democratic Republic of the Congo Félix Tshisekedi in a phone call on Wednesday.
Marking International Youth Day, UAE President His Highness Sheikh Mohamed bin Zayed Al Nahyan has led messages emphasising the central role young people play in "achieving a future in which opportunity can grow for all".
